O'Reilly

JANUARY 21, 2025

This approach delivers substantial benefits: consistent execution, lower costs, better security, and systems that can be maintained like traditional software. Your companys AI assistant confidently tells a customer its processed their urgent withdrawal requestexcept it hasnt, because it misinterpreted the API documentation.

Software Engineering 114

Software Engineering Efficiency Engineering Systems 114

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 216

Processing Big Data Efficiency Engineering 216

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data.

Engineering 245

Engineering Tuning Latency Open Source 245

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

Dynatrace

NOVEMBER 3, 2023

Platform engineering is a practice that outlines how development teams build internal platforms to create self-service capabilities for software engineering teams. The result is a cloud-native approach to software delivery.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

The Netflix TechBlog

DECEMBER 14, 2023

Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The result was a series of talks which we are now sharing with the rest of the Data Engineering community!

Data Engineering 263

Data Engineering Engineering Software Engineering Best Practices 263

DZone

SEPTEMBER 19, 2021

Software engineering team scalability is equally important. Software Engineering Team Scalability. We can say that system scalability is about supporting a linear rate of growth in system resource requirements given that code running inside the system is unchanged.

Scalability 241

Scalability Software Engineering Engineering Systems 241

Dynatrace

MAY 6, 2024

A tight integration between Red Hat Ansible Automation Platform, Dynatrace Davis ® AI, and the Dynatrace observability and security platform enables closed-loop remediation to automate the process from: Detecting a problem. With DQL, the workflow trigger to initiate a required automation and remediation process can be defined.

DevOps 306

DevOps Software Engineering Games Infrastructure 306

Strategic Tech

MARCH 26, 2019

Software developers are interchangeable. A software developer with a computer science degree will produce the same quality of work as any other software developer with a computer science degree. It makes business sense to hire cheap programmers and put in place a standard process. What do I measure?

Software Engineering 76

Software Engineering Engineering Software Software 76

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. They prefer to work in isolation and just deliver.

Software Engineering 80

Software Engineering Design Engineering Software 80

DZone

JULY 14, 2021

Fei Xu (Software Engineer at PingCAP). TiDB is a Hybrid Transaction/Analytical Processing (HTAP) database that can efficiently process analytical queries. However, when large amounts of data are involved, the CPU becomes the bottleneck for processing queries that include JOIN statements and/or aggregation functions.

Analytics 223

Analytics Software Engineering Performance Database 223

The Netflix TechBlog

MARCH 4, 2025

Building services that adhere to software best practices, such as Object-Oriented Programming (OOP), the SOLID principles, and modularization, is crucial to have success at this stage. As a result, requests are uniformly handled, and responses are processed cohesively. The request schema for the observability endpoint.

Traffic 172

Traffic Strategy Entertainment Innovation 172

Dynatrace

MARCH 3, 2020

For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. One way to apply improvements is transforming the way application performance engineering and testing is done. Get started today! .

Performance 314

Performance Education Innovation Software Architecture 314

Dynatrace

FEBRUARY 4, 2021

What is site reliability engineering? Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. SRE bridges the gap between Dev and Ops teams.

Engineering 264

Engineering DevOps Government Latency 264

Dynatrace

DECEMBER 5, 2022

By helping teams release new software more frequently, DevOps practices are an essential component of digital transformation. DevOps is a widely practiced set of procedures and tools for streamlining the development, release, and updating of software. DevOps orchestration in practice. Automation versus orchestration.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

Dynatrace

JUNE 4, 2024

This process, known as auto-adaptive thresholding, eliminates the need to define a static threshold upfront. A key element in platform engineering is the establishment of fast feedback cycles regarding the quality and security measures of new software releases.

Metrics 297

Metrics Engineering Code Tuning 297

Dynatrace

NOVEMBER 7, 2023

Platform engineering is on the rise. According to leading analyst firm Gartner, “80% of software engineering organizations will establish platform teams as internal providers of reusable services, components, and tools for application delivery…” by 2026. Open source logs and metrics take precedence in the monitoring process.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Dynatrace news. SRE bridges the gap between Dev and Ops teams.

Engineering 245

Engineering DevOps Government Latency 245

The Netflix TechBlog

OCTOBER 28, 2021

Interview with Pallavi Phadnis This post is part of our “ Data Engineers of Netflix ” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Pallavi Phadnis is a Senior Software Engineer at Netflix. Pallavi, what’s your journey to data engineering at Netflix?

Data Engineering 179

Data Engineering Engineering Big Data Software Engineering 179

Dynatrace

APRIL 22, 2024

DevOps automation eliminates extraneous manual processes, enabling DevOps teams to develop, test, deliver, deploy, and execute other key processes at scale. According to the Dynatrace 2023 DevOps Automation Pulse report, an average of 56% of end-to-end DevOps processes are automated across organizations of all kinds.

DevOps 246

DevOps Artificial Intelligence Government Innovation 246

O'Reilly

FEBRUARY 11, 2025

Submit a proposal for a talk at our new virtual conference, Coding with AI: The End of Software Development as We Know It.Proposals must be submitted by March 5; the conference will take place April 24, 2025, from 11AM to 3PM EDT. That implicit context is a critical part of software development and also has to be made available to AI.

Programming 93

Programming Code Software Software 93

Dynatrace

JULY 18, 2023

Dynatrace Configuration as Code enables complete automation of the Dynatrace platform’s configuration, ensuring that software is secure and reliable. As software development grows more complex, managing components using an automated onboarding process becomes increasingly important.

Best Practices 246

Best Practices Code Infrastructure Latency 246

High Scalability

JANUARY 11, 2022

There are two major processes which gets executed when a user posts a photo on Instagram. Firstly, the synchronous process which is responsible for uploading image content on file storage, persisting the media metadata in graph data-storage, returning the confirmation message to the user and triggering the process to update the user activity.

Design 334

Design Media Storage Logistics 334

Dynatrace

NOVEMBER 2, 2023

But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. But according to the 2023 DevOps Automation Pulse , only 56% of end-to-end DevOps processes are automated. Automation is a crucial aspect of achieving DevOps excellence.

DevOps 246

DevOps Benchmarking Azure Innovation 246

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. According to recent Dynatrace research , organizations expect to make software updates 58% more frequently in the coming year.

DevOps 246

DevOps Best Practices Innovation Strategy 246

Dynatrace

FEBRUARY 12, 2024

At the 2024 Dynatrace Perform conference in Las Vegas, Michael Winkler, senior principal product management at Dynatrace, ran a technical session exploring just some of the many ways in which Dynatrace helps to automate the processes around development, releases, and operation. Real-time detection for fast remediation.

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

NOVEMBER 17, 2020

We sat together with Armin Ruech and Daniel Dyla, software engineers at Dynatrace and leaders within the OpenTelemetry community, to hear about their involvement with the second most active CNCF project. My name is Armin Ruech, I’m a Software Engineer at Dynatrace and I started as a software developer around 3.5

Open Source 207

Open Source Software Engineering Government Java 207

Dynatrace

APRIL 18, 2022

Software engineer Taras Tsugrii of Meta (formerly Facebook) paid Keptn a high compliment, saying it feels like a reference implementation of Google’s SRE principles , which are the search giant’s techniques for ensuring the integrity of its sites and services. SLOs are a great way to define what software should do.

Open Source 246

Open Source DevOps Cloud Metrics 246

DZone

JANUARY 23, 2021

If you need to dynamically trace Linux process system calls, you might first consider strace. strace is simple to use and works well for issues such as "Why can't the software run on this machine?" However, if you're running a trace in a production environment, strace is NOT a good choice. The answer is YES.

Systems 171

Systems Performance Software Engineering Performance Testing 171

Dynatrace

JUNE 28, 2022

Mobile analytics can help organizations optimize their mobile application performance, earning customer accolades and increasing revenue in the process. After investigating, the software engineering team discovered that it wasn’t leveraging application performance monitoring (APM) tooling data to its full potential.

Mobile 246

Mobile Analytics Best Practices Software Engineering 246

Dynatrace

APRIL 20, 2023

At Dynatrace Perform 2023 , Maciej Pawlowski, senior director of product management for infrastructure monitoring at Dynatrace, and a senior software engineer at a U.K.-based “It’s quite a big scale,” said an engineer at the financial services group. Ingesting, processing, retaining, and querying logs.

Analytics 246

Analytics Infrastructure Storage Architecture 246

Dynatrace

NOVEMBER 14, 2023

These small wins, such as implementing a blameless root cause analysis process, can take many forms and don’t necessarily involve numerical metrics. Customer empathy is key to a fully optimized site reliability engineering practice Software engineering can often be an impersonal discipline.

Best Practices 246

Best Practices Engineering DevOps Software Engineering 246

Dynatrace

FEBRUARY 6, 2020

Autonomous Cloud is what enables our globally distributed development teams at Dynatrace to deliver better software faster following our NoOps approach: Fully Autonomous and as a Self-Service! We talked about the cultural and process changes in order to follow through on Bernd’s requirement of “ 1 hour Code to Production !”.

Cloud 225

Cloud DevOps Engineering Speed 225

Dynatrace

MARCH 6, 2024

Platform engineering creates and manages a shared infrastructure and set of tools, such as internal developer platforms (IDPs) , to enable software developers to build, deploy, and operate applications more efficiently. This process is vital to an IDP’s effectiveness. “It makes them more productive.

Engineering 264

Engineering Development DevOps Infrastructure 264

Dynatrace

MARCH 17, 2021

Application security is a software engineering term that refers to several different types of security practices designed to ensure applications do not contain vulnerabilities that could allow illicit access to sensitive data, unauthorized code modification, or resource hijacking. Dynatrace news. That’s where Dynatrace comes in.

Open Source 242

Open Source Cloud Games Java 242

The Netflix TechBlog

JUNE 20, 2024

Data Productivity at Scale Recording Speaker : Iaroslav Zeigerman (Co-Founder and Chief Architect at Tobiko Data) Summary : The development and evolution of data pipelines are hindered by outdated tooling compared to software development.

Data Engineering 204

Data Engineering Engineering Entertainment Software Engineering 204

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. A breakpoint won’t stop your program but will collect local variables, stack trace, process metrics, etc., I think Dynatrace and Rookout together are going to enable this future.”

Development 290

Development DevOps Programming Cloud 290